Namespaces | Enumerations | Functions
cudf/replace.hpp File Reference
#include <cudf/types.hpp>
#include <cudf/utilities/default_stream.hpp>
#include <cudf/utilities/export.hpp>
#include <rmm/mr/device/per_device_resource.hpp>
#include <rmm/resource_ref.hpp>
#include <memory>

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Namespaces

 cudf
 cuDF interfaces
 

Enumerations

enum class  cudf::replace_policy : bool { PRECEDING , FOLLOWING }
 Policy to specify the position of replacement values relative to null rows. More...
 

Functions

std::unique_ptr< column > cudf::replace_nulls (column_view const &input, column_view const &replacement, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=rmm::mr::get_current_device_resource())
 Replaces all null values in a column with corresponding values of another column. More...
 
std::unique_ptr< column > cudf::replace_nulls (column_view const &input, scalar const &replacement, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=rmm::mr::get_current_device_resource())
 Replaces all null values in a column with a scalar. More...
 
std::unique_ptr< column > cudf::replace_nulls (column_view const &input, replace_policy const &replace_policy, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=rmm::mr::get_current_device_resource())
 Replaces all null values in a column with the first non-null value that precedes/follows. More...
 
std::unique_ptr< column > cudf::replace_nans (column_view const &input, column_view const &replacement, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=rmm::mr::get_current_device_resource())
 Replaces all NaN values in a column with corresponding values from another column. More...
 
std::unique_ptr< column > cudf::replace_nans (column_view const &input, scalar const &replacement, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=rmm::mr::get_current_device_resource())
 Replaces all NaN values in a column with a scalar. More...
 
std::unique_ptr< column > cudf::find_and_replace_all (column_view const &input_col, column_view const &values_to_replace, column_view const &replacement_values, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=rmm::mr::get_current_device_resource())
 Return a copy of input_col replacing any values_to_replace[i] found with replacement_values[i]. More...
 
std::unique_ptr< column > cudf::clamp (column_view const &input, scalar const &lo, scalar const &lo_replace, scalar const &hi, scalar const &hi_replace, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=rmm::mr::get_current_device_resource())
 Replaces values less than lo in input with lo_replace, and values greater than hi with hi_replace. More...
 
std::unique_ptr< column > cudf::clamp (column_view const &input, scalar const &lo, scalar const &hi, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=rmm::mr::get_current_device_resource())
 Replaces values less than lo in input with lo, and values greater than hi with hi. More...
 
std::unique_ptr< column > cudf::normalize_nans_and_zeros (column_view const &input, rmm::cuda_stream_view stream=cudf::get_default_stream(), rmm::device_async_resource_ref mr=rmm::mr::get_current_device_resource())
 Copies from a column of floating-point elements and replaces -NaN and -0.0 with +NaN and +0.0, respectively. More...
 
void cudf::normalize_nans_and_zeros (mutable_column_view &in_out, rmm::cuda_stream_view stream=cudf::get_default_stream())
 Modifies a column of floating-point elements to replace all -NaN and -0.0 with +NaN and +0.0, respectively. More...